Decision making strategies for real-time train dispatch and control

被引：5
|
作者：
Tazoniero, Alexandre [1 ]
Goncalves, Rodrigo [2 ]
Gomide, Fernando [1 ]
机构：
[1] Univ Estadual Campinas, Fac Elect & Comp Engn, Campinas, SP, Brazil
[2] Cflex Ltda, Campinas, SP, Brazil
来源：
ANALYSIS AND DESIGN OF INTELLIGENT SYSTEMS USING SOFT COMPUTING TECHNIQUES | 2007年 / 41卷
关键词：
movement planning; freight train dispatch; fuzzy control; search;
D O I：
10.1007/978-3-540-72432-2_20
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper discusses a decision support system based on fuzzy set techniques and tree search for movement planning in freight rail networks. The aim is to provide a decision making toot to help train dispatchers to plan and control rail traffic in real time. The system uses fuzzy rule-based decision procedures to drive train circulation as closed as possible to reference trajectories. A tree search algorithm is used to improve solution quality. A major characteristic of the system concerns its ability to provide feasible movement plans in real time. Incorporation of practical knowledge and real time response are essential requirements in real world freight railroads traffic management and control.
引用
收藏
页码：195 / +
页数：3
相关论文
共 50 条
  • [1] Fuzzy algorithm for real-time train dispatch and control
    Tazoniero, A
    Gonçalves, R
    Gomide, F
    NAFIPS 2005 - 2005 Annual Meeting of the North American Fuzzy Information Processing Society, 2005, : 332 - 336
  • [2] Decision Making Strategies for Intelligent Control system of Train Speed & Train Dispatch in Iran Railway
    Jandaghian, M.
    Setayeshi, S.
    Keymanesh, M.
    Arabalibeik, H.
    PROCEEDINGS OF THE 11TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, 2008, : 681 - 686
  • [3] Convergence to real-time decision making
    James M. Tien
    Frontiers of Engineering Management, 2020, 7 : 204 - 222
  • [4] Convergence to real-time decision making
    Tien, James M.
    FRONTIERS OF ENGINEERING MANAGEMENT, 2020, 7 (02) : 204 - 222
  • [5] Time pressure in real-time dynamic decision making
    Lerch, FJ
    Harter, DE
    Gonzalvez, C
    ASSOCIATION FOR INFORMATION SYSTEMS PROCEEDINGS OF THE AMERICAS CONFERENCE ON INFORMATION SYSTEMS, 1998, : 252 - 254
  • [6] REAL-TIME DATA-PROCESSING AND REAL-TIME DECISION-MAKING
    KENNEDY, MH
    HOFFER, JA
    JOURNAL OF SYSTEMS MANAGEMENT, 1978, 29 (10): : 21 - 25
  • [7] Knowledge-based decision support system for real-time train traffic control
    Fay, A
    Schnieder, E
    COMPUTER-AIDED TRANSIT SCHEDULING, PROCEEDINGS, 1999, 471 : 347 - 370
  • [8] Real-time decision making using simulation
    Dalal, M
    Groel, B
    Prieditis, A
    PROCEEDINGS OF THE 2003 WINTER SIMULATION CONFERENCE, VOLS 1 AND 2, 2003, : 1456 - 1464
  • [9] Real-time decision making for large POMDPs
    Paquet, S
    Tobin, L
    Chaib-draa, B
    ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2005, 3501 : 450 - 455
  • [10] Ensemble Decision Making in Real-Time Games
    Rodgers, Philip
    Levine, John
    Anderson, Damien
    PROCEEDINGS OF THE 2018 IEEE CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND GAMES (CIG'18), 2018, : 197 - 204
12345